balance

tangles.util.preprocessing.balance(data: ndarray, axis: int) → ndarray

Each data vector, along the specified axis, gets its median subtracted from it. This causes half of the values to be positive and half to be negative.

Parameters

data

the data to balance.

axis

the axis along which to balance.

Returns

np.ndarray

balanced_data.